Guide

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Start here when the repo feels like a pile of good pages but you need a path.

Source: docs/index.md

Docs Home

Start here when the repo feels like a pile of good pages but you need a path.

This curriculum has two jobs:

  1. teach practical LLM-development skills inside existing systems;
  2. apply the Open Horizons loop to those skills without turning it into paperwork.

Choose a tutorial

TutorialUse whenShared materials
Builder Loop TutorialYou want one real project slice from intent through execution, review, and learning.intent, model fit, context, framing, evidence, brief, review, extraction
Context to Agent TutorialA useful prompt or checklist might become a reusable interface.context construction, prompt assembly, skills, subagents
Eval TutorialYou need a quality bar, fixture set, harness check, grader, threshold, or production signal.evidence, eval checklist, SLO-style signals, review

The full module-by-module map lives in Curriculum. Use this page to choose a path, then open shared materials when the tutorial asks for them.

Shared materials

AreaPages
GroundingIntent Engineering, Model-Fit Framing, Context Construction, Prompt and Context Assembly
FramingOpen Horizons Phase Skills, Problem Space, Problem Statement, Beyond the Nearest Peak
Evidence and delegationEvidence and Evals, Agent Briefs, Strategy Clarity
Reusable interfacesAuthoring Skills, Authoring Subagents, Context to Agent Tutorial
Execution and learningArtifact Contracts, Execution, Review, Dissent, and Salvage, Knowledge Extraction
SourcesFurther Reading

Templates

NeedTemplate
Know what each artifact must preserveArtifact contracts
Choose a project sliceBuilder playground
Supply selected contextContext pack
Assemble a promptPrompt assembly
Define checksEval checklist
Hand off executionAgent brief
Preserve a procedure or roleProject skill, Subagent
Preserve learningKnowledge artifact

I am stuck at...

SymptomGo here
The model output is fluent but generic.Model-Fit Framing, Context Construction, and Prompt and Context Assembly
You keep copy-pasting the same prompt or checklist.Context to Agent Tutorial and Authoring Skills
Nobody knows what counts as correct.Eval Tutorial and Evidence and Evals
The repo has too many possible fixes.Problem Space, then Problem Statement
The first patch looks plausible but shallow.Beyond the Nearest Peak
The agent keeps wandering.Agent Briefs and Execution, Review, Dissent, and Salvage
The patch works, but the next session would forget the lesson.Knowledge Extraction
The work keeps expanding and the finish line keeps moving.Execution, Review, Dissent, and Salvage